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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Video Question Answering | Traffic-VQA (test) | 38 | Mar 12, 2026 | ||
| Brain network classification | REST-meta-MDD | 38 | Jul 9, 2026 | ||
| Image Classification | FGVC Aircraft | 38 | May 8, 2026 | ||
| Graph Anomaly Detection | T-Finance (test) | 38 | May 27, 2026 | ||
| 9D Pose Estimation | REAL275 (test) | 38 | Jun 2, 2026 | ||
| Out-of-distribution detection |
|---|
| CIFAR-100 ID LSUN-C OOD |
| 38 |
| Jul 8, 2026 |
| Polarized Community Discovery | REF | 38 | Mar 10, 2026 |
|---|
| Polarized Community Discovery | WikiV | 38 | Mar 10, 2026 |
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| Polarized Community Discovery | BTC | 38 | Mar 10, 2026 |
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| Multimodal Understanding | MMMU | 38 | Mar 9, 2026 |
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| Crystal Generation | LeMat-GenBench (MP20) | 38 | May 19, 2026 |
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| RGB-Event Object Tracking | CoeSot | 38 | Jun 26, 2026 |
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| Video Generation | short videos 81-frames 240 prompts | 38 | Mar 5, 2026 |
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| Multi-Source Domain Adaptation | Office-Home | 38 | May 7, 2026 |
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| Visual Question Answering | VQA v2 (test val) | 38 | Jun 16, 2026 |
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| LLM Agent Evaluation | tau-bench Retail | 38 | Apr 29, 2026 |
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| Text Classification | Banking77 | 38 | Jun 11, 2026 |
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| Optical Character Recognition | OCRVQA (test) | 38 | Mar 4, 2026 |
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| Intent Classification | Clinc150 cross-domain | 38 | Mar 4, 2026 |
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| Fine-grained Visual Perception | V* Bench | 38 | Jul 7, 2026 |
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| Radiology Report Generation | IU-Xray | 38 | Jul 9, 2026 |
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| Multi-modal Vision-Language Evaluation | MMVet | 38 | May 13, 2026 |
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| Surface Normal Estimation | NYUd | 38 | May 8, 2026 |
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| Hallucination Detection | HotpotQA (test) | 38 | Jun 2, 2026 |
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| Fine-grained Grounding | CrossPoint-Bench | 38 | Feb 26, 2026 |
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